Pinned Loading

1. agent-ml-platform-wpagent-ml-platform-wpPublic

   Whitepaper accompanying the agent-centric ML research platform for regulated environments (using MLflow, Pydantic, PyYAML, pre-commit hooks)

2. project-initproject-initPublic

   CLI scaffolding tool to automate project environment setup (git, uv/venv, pre-commit hooks, CAS, MLFlow)

   Python

3. div-returns-aiagdiv-returns-aiagPublic

   DIV Fund-style expected-returns memo working out how evidence-based funders can treat AI-powered versions of proven interventions (here, agricultural extension via AI vs. SMS). Prices both in one c…

   Python

4. cea-devcea-devPublic

   Walkthrough of the machinery of cost-effectiveness analyses, from simple CEA to sensitivity and joint sensitivity to Bayesian approaches (work in progress)

   Python

5. worms-doublemlworms-doublemlPublic

   Project examining heterogeneous treatment effects of school-based deworming using double/debiased ML on the ~10-year follow-up data on the Primary School Deworming Project in rural Kenya (Miguel & …

   Python

6. bayesian-ai-meta-wpbayesian-ai-meta-wpPublic

   Concept summary of proposed Bayesian hierarchical meta-analysis for the structural estimation of AI capability transmission from benchmark to task to job